benchgap
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Agents-A1-4B benchmark scores

As of 2026-10-07, Agents-A1-4B (Other) has measured scores on 8 benchmarks and estimated scores on 38 more.

BenchmarkScoreSource
AA-SciCode30.6%estimated ± 3.1 pp, high confidence
GDPval-AA26.3%estimated ± 8.4 pp, medium confidence
IFBench69.1%measured
AA-LCR73.3%estimated ± 7.0 pp, low confidence
LiveCodeBench v659.6%measured
SciCode29.6%measured
BrowseComp66.8%measured
HLE w/ tools35.7%estimated ± 4.6 pp, high confidence
IFEval94.8%measured
LongBench v252.1%measured
VITA-Bench40.3%measured
τ²-bench results78.2%measured
AA Coding Index9.7%estimated ± 6.4 pp, medium confidence
APEX-Agents-AA13.7%estimated ± 4.6 pp, high confidence
DeepSearchQA78.9%estimated ± 8.1 pp, low confidence
SWE-bench Verified50.4%estimated ± 5.7 pp, medium confidence
AutomationBench20.3%estimated ± 10.3 pp, low confidence
BFCL v455.3%estimated ± 9.8 pp, low confidence
CyberGym68.8%estimated ± 4.6 pp, medium confidence
JobBench24.7%estimated ± 10.1 pp, low confidence
SWE-bench Pro3.8%estimated ± 4.7 pp, medium confidence
WideResearch71.4%estimated ± 4.6 pp, high confidence
AA Agentic Index22.0%estimated ± 8.2 pp, medium confidence
AA-IFBench79.8%estimated ± 8.2 pp, medium confidence
Gert Labs46.4%estimated ± 7.4 pp, medium confidence
AA-AnalystAgent12.7%estimated ± 12.5 pp, low confidence
AA EnterpriseOps-Gym20.3%estimated ± 3.6 pp, low confidence
AA Harvey LAB87.2%estimated ± 9.8 pp, low confidence
OSWorld-Verified57.6%estimated ± 5.4 pp, medium confidence
Vals LiveCodeBench81.2%estimated ± 0.8 pp, low confidence
Vals SWE-bench31.6%estimated ± 5.3 pp, low confidence
AA AutomationBench2.7%estimated ± 5.7 pp, low confidence
GDP.pdf9.3%estimated ± 6.6 pp, low confidence
AA ITBench60.5%estimated ± 3.6 pp, low confidence
AA Tau3 Banking19.6%estimated ± 10.2 pp, low confidence
OSWorld 2.017.7%estimated ± 13.8 pp, low confidence
Toolathlon-Verified51.4%estimated ± 7.7 pp, medium confidence
ExploitGym0.0%estimated ± 6.1 pp, low confidence
Claw-Eval62.8%estimated ± 7.1 pp, low confidence
DeepPlanning26.9%estimated ± 9.1 pp, low confidence
MCP Atlas64.5%estimated ± 10.0 pp, low confidence
MCP-Tasks77.0%estimated ± 8.2 pp, low confidence
NL2Repo33.3%estimated ± 3.1 pp, low confidence
QwenClawBench52.0%estimated ± 2.0 pp, medium confidence
Toolathlon39.9%estimated ± 3.5 pp, high confidence
ResearchClawBench15.8%estimated ± 2.2 pp, medium confidence